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Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention
Developmental dyscalculia (DD) is a developmental learning disability associated with deficits in processing numerical and mathematical information. Although behavioural training can reduce these deficits, it is unclear which neuronal resources show a functional reorganization due to training. We ex...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969091/ https://www.ncbi.nlm.nih.gov/pubmed/28442224 http://dx.doi.org/10.1016/j.dcn.2017.03.005 |
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author | Michels, Lars O’Gorman, Ruth Kucian, Karin |
author_facet | Michels, Lars O’Gorman, Ruth Kucian, Karin |
author_sort | Michels, Lars |
collection | PubMed |
description | Developmental dyscalculia (DD) is a developmental learning disability associated with deficits in processing numerical and mathematical information. Although behavioural training can reduce these deficits, it is unclear which neuronal resources show a functional reorganization due to training. We examined typically developing (TD) children (N = 16, mean age: 9.5 years) and age-, gender-, and handedness-matched children with DD (N = 15, mean age: 9.5 years) during the performance of a numerical order task with fMRI and functional connectivity before and after 5-weeks of number line training. Using the intraparietal sulcus (IPS) as seed region, DD showed hyperconnectivity in parietal, frontal, visual, and temporal regions before the training controlling for age and IQ. Hyperconnectivity disappeared after training, whereas math abilities improved. Multivariate classification analysis of task-related fMRI data corroborated the connectivity results as the same group of TD could be discriminated from DD before but not after number line training (86.4 vs. 38.9%, respectively). Our results indicate that abnormally high functional connectivity in DD can be normalized on the neuronal level by intensive number line training. As functional connectivity in DD was indistinguishable to TD’s connectivity after training, we conclude that training lead to a re-organization of inter-regional task engagement. |
format | Online Article Text |
id | pubmed-6969091 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-69690912020-01-21 Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention Michels, Lars O’Gorman, Ruth Kucian, Karin Dev Cogn Neurosci Special Section on The Development of the Mathematical Brain; Edited by Daniel Ansari and Daniel C. Hyde Developmental dyscalculia (DD) is a developmental learning disability associated with deficits in processing numerical and mathematical information. Although behavioural training can reduce these deficits, it is unclear which neuronal resources show a functional reorganization due to training. We examined typically developing (TD) children (N = 16, mean age: 9.5 years) and age-, gender-, and handedness-matched children with DD (N = 15, mean age: 9.5 years) during the performance of a numerical order task with fMRI and functional connectivity before and after 5-weeks of number line training. Using the intraparietal sulcus (IPS) as seed region, DD showed hyperconnectivity in parietal, frontal, visual, and temporal regions before the training controlling for age and IQ. Hyperconnectivity disappeared after training, whereas math abilities improved. Multivariate classification analysis of task-related fMRI data corroborated the connectivity results as the same group of TD could be discriminated from DD before but not after number line training (86.4 vs. 38.9%, respectively). Our results indicate that abnormally high functional connectivity in DD can be normalized on the neuronal level by intensive number line training. As functional connectivity in DD was indistinguishable to TD’s connectivity after training, we conclude that training lead to a re-organization of inter-regional task engagement. Elsevier 2017-03-21 /pmc/articles/PMC6969091/ /pubmed/28442224 http://dx.doi.org/10.1016/j.dcn.2017.03.005 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Special Section on The Development of the Mathematical Brain; Edited by Daniel Ansari and Daniel C. Hyde Michels, Lars O’Gorman, Ruth Kucian, Karin Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention |
title | Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention |
title_full | Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention |
title_fullStr | Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention |
title_full_unstemmed | Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention |
title_short | Functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention |
title_sort | functional hyperconnectivity vanishes in children with developmental dyscalculia after numerical intervention |
topic | Special Section on The Development of the Mathematical Brain; Edited by Daniel Ansari and Daniel C. Hyde |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969091/ https://www.ncbi.nlm.nih.gov/pubmed/28442224 http://dx.doi.org/10.1016/j.dcn.2017.03.005 |
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